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P. Bogdan · SciRah

Researcher profile · Semantic Scholar

P. Bogdan

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P. Bogdan — researcher profile on SciRah

h-index: 44
Works: 297
Citations: 6,285

Most-cited papers

Thought Anchors: Which LLM Reasoning Steps Matter?
P. Bogdan, Uzay Macar, Neel Nanda, Arthur Conmy
2025arXiv.org153 citations
Semantic Scholar
Verbalizable Representations Form a Global Workspace in Language Models
Wes Gurnee, Nicholas J. Sofroniew, Adam Pearce, Mateusz Piotrowski +12 more
2026arXiv.org109 citations
Semantic Scholar
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
Xiong-Ye Xiao, Gengshuo Liu, Gaurav Gupta, De-An Cao +5 more
2024International Conference on Learning Representations49 citations
Semantic Scholar
Fractional Dynamics Foster Deep Learning of COPD Stage Prediction
Chen-Zhong Yin, M. Udrescu, Gaurav Gupta, Ming-Xi Cheng +5 more
2023Advancement of science48 citations Open access
Semantic Scholar
HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL
Heng Ping, Shi-Xuan Li, Pei-Yu Zhang, An-Zhe Cheng +7 more
20252025 IEEE International Conference on LLM-Aided Design (ICLAD)30 citations Open access
Semantic Scholar
Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
Changdae Oh, Seongheon Park, To Eun Kim, Jia-Tong Li +7 more
2026Annual Meeting of the Association for Computational Linguistics26 citations Open access
Semantic Scholar
A structure-aware framework for learning device placements on computation graphs
Shukai Duan, Heng Ping, Nikos Kanakaris, Xiong-Ye Xiao +8 more
2024Neural Information Processing Systems20 citations
Semantic Scholar
End-to-end programmable computing systems
Yao Xiao, Guixiang Ma, Nesreen K. Ahmed, Mihai Capotă +3 more
2023Communications Engineer20 citations Open access
Semantic Scholar
Auditing Multi-Agent LLM Reasoning Trees Outperforms Majority Vote and LLM-as-Judge
Wei Yang, Shi-Xuan Li, Heng Ping, Pei-Yu Zhang +2 more
2026arXiv.org19 citations
Semantic Scholar
Deep learning to quantify the pace of brain aging in relation to neurocognitive changes
Chen-Zhong Yin, P. Imms, Nahian F. Chowdhury, Nikhil N. Chaudhari +4 more
2025Proceedings of the National Academy of Sciences of the United States of America19 citations Open access
Semantic Scholar
Anatomic Interpretability in Neuroimage Deep Learning: Saliency Approaches for Typical Aging and Traumatic Brain Injury
Kevin H Guo, Nikhil N. Chaudhari, Tamara Jafar, Nahian F. Chowdhury +2 more
2024Neuroinformatics18 citations Open access
Semantic Scholar
VeriMoA: A Mixture-of-Agents Framework for Spec-to-HDL Generation
Heng Ping, Arijit Bhattacharjee, Pei-Yu Zhang, Shi-Xuan Li +7 more
2025arXiv.org17 citations
Semantic Scholar
Machine learning-based identification of general transcriptional predictors for plant disease.
J. Sia, Wei Zhang, Ming-Xi Cheng, P. Bogdan +1 more
2024New Phytologist17 citations
Semantic Scholar
A unified approach of detecting phase transition in time-varying complex networks
Mohamed Ridha Znaidi, J. Sia, Scott Ronquist, I. Rajapakse +2 more
2023Scientific Reports17 citations Open access
Semantic Scholar
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
Xiong-Ye Xiao, De-An Cao, Ruochen Yang, Gaurav Gupta +4 more
2023arXiv.org17 citations Open access
Semantic Scholar
The role of long-term power-law memory in controlling large-scale dynamical networks
Emily A. Reed, Guilherme Ramos, P. Bogdan, S. Pequito
2023Scientific Reports17 citations Open access
Semantic Scholar
Maestro: Learning to Collaborate via Conditional Listwise Policy Optimization for Multi-Agent LLMs
Wei Yang, Jia-Cheng Pang, Shi-Xuan Li, P. Bogdan +2 more
2025arXiv.org16 citations
Semantic Scholar
Thought Branches: Interpreting LLM Reasoning Requires Resampling
Uzay Macar, P. Bogdan, Senthooran Rajamanoharan, Neel Nanda
2025arXiv.org15 citations
Semantic Scholar
Graph Theoretical Description of Phase Transitions in Complex Multiscale Phases with Supramolecular Assemblies
Ruo-Chen Yang, K. Bernardino, Xiong-Ye Xiao, Weverson R. Gomes +4 more
2024Advancement of science15 citations Open access
Semantic Scholar
ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models
Shi-Xuan Li, Wei Yang, Pei-Yu Zhang, Xiong-Ye Xiao +5 more
2025arXiv.org12 citations
Semantic Scholar
POET: Power-Oriented Evolutionary Tuning for LLM-Based RTL PPA Optimization
Heng Ping, Pei-Yu Zhang, Zhen-Kun Wang, Shi-Xuan Li +4 more
2026arXiv.org11 citations
Semantic Scholar
Next-generation precision medicine for suicidality prevention
R. Bhagar, S. Gill, H. Le-Niculescu, C. Yin +15 more
2024Translational Psychiatry11 citations
Semantic Scholar
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks
An-Zhe Cheng, Heng Ping, Zhen-Kun Wang, Xiong-Ye Xiao +4 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing11 citations Open access
Semantic Scholar
RaMem: Contextual Reinstatement for Long-term Agentic Memory
Wei Yang, Bryce K. Kan, Shi-Xuan Li, Li Li +4 more
2026arXiv.org10 citations
Semantic Scholar
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
Xiong-Ye Xiao, Heng Ping, Chenyu Zhou, De-An Cao +5 more
2024International Conference on Learning Representations10 citations
Semantic Scholar
Phasor Measurement Unit Change-Point Detection of Frequency Hurst Exponent Anomaly With Time-to-Event
J. Sia, Edmond A. Jonckheere, L. Shalalfeh, P. Bogdan
2024IEEE Transactions on Dependable and Secure Computing10 citations
Semantic Scholar
PerfRL: A Small Language Model Framework for Efficient Code Optimization
Shukai Duan, Nikos Kanakaris, Xiong-Ye Xiao, Heng Ping +7 more
202310 citations
Semantic Scholar
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Guillermo Bern'ardez, L. Telyatnikov, Marco Montagna, Federica Baccini +69 more
2024GRaM9 citations
Semantic Scholar
Modeling collective cell behavior in cancer: Perspectives from an interdisciplinary conversation
F. Adler, A. Anderson, A. Bhushan, P. Bogdan +37 more
2023Cell Systems9 citations Open access
Semantic Scholar
ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization
An-Zhe Cheng, Shukai Duan, Shi-Xuan Li, Chen-Zhong Yin +7 more
2025arXiv.org8 citations
Semantic Scholar
Spiking dynamics of individual neurons reflect changes in the structure and function of neuronal networks
Ruo-Chen Yang, Heng Ping, Xiong-Ye Xiao, Roozbeh Kiani +1 more
2025Nature Communications8 citations Open access
Semantic Scholar
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance
Nikos Kanakaris, Heng Ping, Xiong-Ye Xiao, Nesreen K. Ahmed +3 more
2025The Web Conference7 citations Open access
Semantic Scholar
Generative Decoding of Visual Stimuli
Eleni Miliotou, Panagiotis Kyriakis, J. Hinman, A. Irimia +1 more
2023International Conference on Machine Learning7 citations
Semantic Scholar
MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation
An-Zhe Cheng, Chen-Zhong Yin, Yu Chang, Heng Ping +3 more
2025arXiv.org6 citations
Semantic Scholar
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration
Luzhe Huang, Xiong-Ye Xiao, Shi-Xuan Li, Jia-Wen Sun +3 more
2024arXiv.org6 citations
Semantic Scholar
Decoding collective dynamics and complexity in nanoparticle assemblies using graph theory.
Jonas Hallstrom, Puquan Pan, J. Sia, Sangwok Bae +10 more
2026Science5 citations
Semantic Scholar
COEVO: Co-Evolutionary Framework for Joint Functional Correctness and PPA Optimization in LLM-Based RTL Generation
Heng Ping, Pei-Yu Zhang, Shi-Xuan Li, Wei Yang +4 more
2026arXiv.org5 citations
Semantic Scholar
A Sampling Complexity-aware Framework for Discrete-time Fractional-Order Dynamical System Identification
Xiao-Le Zhang, Vijay Gupta, P. Bogdan
2025American Control Conference5 citations Open access
Semantic Scholar
MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
Zeyue Zhang, Heng Ping, Pei-Yu Zhang, Nikos Kanakaris +3 more
2025Neural Information Processing Systems5 citations
Semantic Scholar
Autocatalytic Nucleation and Self‐Assembly of Inorganic Nanoparticles into Complex Biosimilar Networks
Connor N McGlothin, K. Whisnant, E Sumeyra Turali-Emre, D. Owuor +6 more
2024Angewandte Chemie5 citations Open access
Semantic Scholar
Analyzing Neural Network Robustness Using Graph Curvature
Shuhang Tan, J. Sia, P. Bogdan, Radoslav Ivanov
2024International Conference on Applied Algorithms5 citations Open access
Semantic Scholar
A Scalable Distributed Dynamical Systems Approach to Learn the Strongly Connected Components and Diameter of Networks
Emily A. Reed, Guilherme Ramos, P. Bogdan, S. Pequito
2023IEEE Transactions on Automatic Control5 citations Open access
Semantic Scholar
OptiML: An End-to-End Framework for Program Synthesis and CUDA Kernel Optimization
Arijit Bhattacharjee, Heng Ping, S. Le, P. Bogdan +2 more
2026arXiv.org3 citations
Semantic Scholar
EMoE: Eigenbasis-Guided Routing for Mixture-of-Experts
An-Zhe Cheng, Shukai Duan, Shi-Xuan Li, Chen-Zhong Yin +4 more
2026IEEE International Conference on Acoustics, Speech, and Signal Processing3 citations
Semantic Scholar
ReM-MoA: Reasoning Memory Sustains Mixture-of-Agents Scaling
Heng Ping, Arijit Bhattacharjee, Pei-Yu Zhang, Shi-Xuan Li +4 more
2026arXiv.org3 citations
Semantic Scholar
MaskAttn-SDXL: Controllable Region-Level Text-to-Image Generation
Yu Chang, Jia-Hao Chen, An-Zhe Cheng, P. Bogdan
2025IEEE International Joint Conference on Neural Network3 citations Open access
Semantic Scholar
C-SAR: SAT Attack Resistant Logic Locking for RSFQ Circuits
Junyao Zhang, P. Bogdan, Shahin Nazarian
2023arXiv.org3 citations Open access
Semantic Scholar
Functional diversity and specialization decoded: Implications for complex particle systems, NeuroAI, and hybrid human–AI ecosystems
P. Bogdan
2026Proceedings of the National Academy of Sciences of the United States of America2 citations Open access
Semantic Scholar
Discovering What You Can Control: Interventional Boundary Discovery for Reinforcement Learning
Jiaxin Liu, An-Zhe Cheng, P. Bogdan
2026arXiv.org2 citations
Semantic Scholar
A Multifractal-Guided Machine Learning Framework for Late Post-Traumatic Seizure Prediction Following Hemorrhagic Traumatic Brain Injury
Daria Riabukhina, Kseniia Kriukova, P. Vespa, M. Blanco +3 more
2026Research Square2 citations Open access
Semantic Scholar

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